Latest Research in Network Security and Intrusion Detection

19 research papers · 2026 median publication year

Top Research Topics in Network Security and Intrusion Detection

Highest-Cited Papers

  1. Leakage-aware and imbalance-robust gradient boosting for intrusion detection in cyber-physical healthcare systems under adversarial AI threats
  2. Genetic identification of sitosterolemia and ABCG5/ABCG8 variants among Taiwanese patients with familial hypercholesterolemia
  3. IoTHS-based framework for developing a healthcare security system
  4. Explainable Hybrid Feature Selection for Intrusion Detection in Internet of Medical Things Environments
  5. A New Deep Convolutional Neural Network Model for Multi-Class Cyber Attack Detection in Internet of Medical Things Networks
  6. Paediatric familial hypercholesterolaemia in Australia: a real-world registry study
  7. Diagnostic Performance of Serum Leucine-Rich Alpha-2-Glycoprotein 1 and Plasma Calprotectin in Adults with Suspected Acute Appendicitis: A Cross-Sectional Observational Study
  8. Hierarchical versus flat machine learning model for intrusion detection in secure IoT healthcare environment
  9. Lipid-lowering drugs in heterozygous familial hypercholesterolaemia: a 15-year clinical history
  10. An intelligent cyber-attack detection framework for healthcare cyber-physical systems using optimized graph-based deep learning
  11. LDL hypercholesterolemia in children: genetic influence and response to lifestyle advice - follow-up of the Fr1dolin-trial
  12. Federated learning explainable deep learning framework for enhanced internet of medical things security
  13. LAG-TabNet: A lightweight attention-gated tabular network for leak-free, interpretable cyberattack detection in internet of health things (IOHT)
  14. Optimized Deep Boltzmann machine for intrusion detection in wireless body area networks
  15. ROAST: Risk-aware Outlier-exposure for Adversarial Selective Training of Anomaly Detectors Against Evasion Attacks
  16. Hidden heterogeneity in complicated appendicitis: comparison of preoperative biomarker profiles across the histopathological spectrum of acute appendicitis
  17. Combined Metabolic–Inflammatory Biomarkers for Predicting Complicated Acute Appendicitis: A Comparative Analysis
  18. IoMT-SecAlarmBench: A Counterfactual Benchmark for Integrity Attacks in IoMT
  19. A lightweight interpretable feature selection-based ensemble learning approach for internet of medical things attack detection
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L3 Region - - 2026 Sep Q3

Network Security and Intrusion Detection

19 papers

Top Topics (9)

Network Security and Intrusion Detection4
Cryptography and Security3
Lipoproteins and Cardiovascular Health3
Appendicitis Diagnosis and Management3
Wireless Body Area Networks2
Adversarial Robustness in Machine Learning1
Cholesterol and Lipid Metabolism1
Smart Grid Security and Resilience1
Privacy-Preserving Technologies in Data1

Top Publications (19)

1.Leakage-aware and imbalance-robust gradient boosting for intrusion detection in cyber-physical healthcare systems under adversarial AI threats2.Genetic identification of sitosterolemia and ABCG5/ABCG8 variants among Taiwanese patients with familial hypercholesterolemia3.IoTHS-based framework for developing a healthcare security system4.Explainable Hybrid Feature Selection for Intrusion Detection in Internet of Medical Things Environments5.A New Deep Convolutional Neural Network Model for Multi-Class Cyber Attack Detection in Internet of Medical Things Networks6.Paediatric familial hypercholesterolaemia in Australia: a real-world registry study7.Diagnostic Performance of Serum Leucine-Rich Alpha-2-Glycoprotein 1 and Plasma Calprotectin in Adults with Suspected Acute Appendicitis: A Cross-Sectional Observational Study8.Hierarchical versus flat machine learning model for intrusion detection in secure IoT healthcare environment9.Lipid-lowering drugs in heterozygous familial hypercholesterolaemia: a 15-year clinical history10.An intelligent cyber-attack detection framework for healthcare cyber-physical systems using optimized graph-based deep learning11.LDL hypercholesterolemia in children: genetic influence and response to lifestyle advice - follow-up of the Fr1dolin-trial12.Federated learning explainable deep learning framework for enhanced internet of medical things security13.LAG-TabNet: A lightweight attention-gated tabular network for leak-free, interpretable cyberattack detection in internet of health things (IOHT)14.Optimized Deep Boltzmann machine for intrusion detection in wireless body area networks15.ROAST: Risk-aware Outlier-exposure for Adversarial Selective Training of Anomaly Detectors Against Evasion Attacks16.Hidden heterogeneity in complicated appendicitis: comparison of preoperative biomarker profiles across the histopathological spectrum of acute appendicitis17.Combined Metabolic–Inflammatory Biomarkers for Predicting Complicated Acute Appendicitis: A Comparative Analysis18.IoMT-SecAlarmBench: A Counterfactual Benchmark for Integrity Attacks in IoMT19.A lightweight interpretable feature selection-based ensemble learning approach for internet of medical things attack detection
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